Qubole Reviews in June 2026: User Ratings, Pros & Cons

"A good tool to use Presto and Spark with a lot of optimization and support."

What do you like best? A good tool to use Presto and Spark with a lot of optimization and support. What do you dislike? Few shortcomings are there, which can make Qubole a complete product. Requested for a lot of feature request, one of them is to restart the cluster. What problems are you solving with the product? What benefits have you realized? First is customization on the native source code and the billing optimization.

"big data as a service"

What do you like best? optimizations for instant scale up and scale down What do you dislike? cannot apply constraints on time and space What problems are you solving with the product? What benefits have you realized? spark workloads, notebooks, hive and map reduce

"Using quoble in sales cycles"

What do you like best? Wounded has a good UI for users without a deep technical background. What do you dislike? Screens can be jarring to go between a small sometimes error messages are unclear. What problems are you solving with the product? What benefits have you realized? Big Data Analytics.

"Working at Mapbox"

What do you like best? Qubole helps me with my spark jobs, it is easy to see the costs. What do you dislike? The UI is a bit intimidating. There is no clear way of accessing my company’s shared stacks. I wish SAML was turned on, as I am still in process of getting access to company’s Qubole. Recommendations to others considering the product: It’s best to get acess to your company’s account before ending up with a trial. What problems are you solving with the product? What benefits have you ...

"Big data analytics workload"

What do you like best? Easy to use and learn. Able to launch job on any node. What do you dislike? Upgrades are pretty slow when compared to industry releases. What problems are you solving with the product? What benefits have you realized? Analytics & machine learning workloads.

"Easy sharing, but lacks functionality for work-in-process queries"

What do you like best? Sharing queries easily, as well as saved results to avoid having to rerun. What do you dislike? There's no way to save a work-in-process query, or incrementally update easily. A new query is created at every rerun. What problems are you solving with the product? What benefits have you realized? Easy sharing, avoiding sharing actual snippets in dispersed locations.

"Definitely not hassle free"

What do you like best about Qubole? It's open source and it works well, when it works. What do you dislike about Qubole? Having to wait for the cluster to start to edit notebooks is a major hassle. Most of the time you can't even visualise the notebooks without a cluster being running. Environments don't seem to work most of the time. The libraries installed by default are very old and often incompatible. Zeppelin doesn't have histogram (one of the most important plots ever) as part of its ...

"Good handy product"

What do you like best about Qubole? Notebook option and the analyse option in this What do you dislike about Qubole? Every ran query is present.. difficult to find the usefully one What problems is Qubole solving and how is that benefiting you? Simple data pulling from clusters

"Technical abstraction allowing focus on business use cases"

What do you like best about Qubole? Technical abstraction allowing focus on business use cases What do you dislike about Qubole? Product to be more focussed on Business users and TPM Recommendations to others considering Qubole: focus more on TPM's What problems is Qubole solving and how is that benefiting you? ecommerce platform sclability

"Definitely not hassle free"

What do you like best? It's open source and it works well, when it works. What do you dislike? Having to wait for the cluster to start to edit notebooks is a major hassle. Most of the time you can't even visualise the notebooks without a cluster being running. Environments don't seem to work most of the time. The libraries installed by default are very old and often incompatible. Zeppelin doesn't have histogram (one of the most important plots ever) as part of its easy-plotting feature (if ...